Hello Professors! This dashboard presents interactive visualizations based on Gapminder data, focusing on:

  • CO₂ Emissions Per Capita
  • Population Over Time
  • Urbanization and its Relationship with CO₂ Emissions Per Capita and Population Over Time

Use the navigation bar to explore each section.

🌐 Global average CO₂ per capita in 2022: 4.78 tons
Country CO₂ per Capita
0 Qatar 27.3
1 Mongolia 14.2
Table 1: Highest and Lowest CO2 Emissions Per Capita
  country co2_per_capita
43213 Qatar 27.300000
43186 Mongolia 14.200000

Countries with higher urbanization tend to have higher CO₂ emissions per capita, though there are exceptions. The bubble chart shows a general trend but also highlights outliers where population or development stage affects emissions.

Country Urban Population (%)
0 Hong Kong, China 100.0
1 Nauru 100.0
2 Singapore 100.0
3 Kuwait 100.0
4 Qatar 99.3